Artificial intelligence stands as one of the most frontiers in science. Its potential to mimic human cognition continues a source of both fascination and anxiety. As AI algorithms become {morecomplex, the debate arises: can we truly understand the mechanisms of this unfathomable phenomenon? Perhaps the secret lies in investigating the hidden comple